发明申请
US20160275941A1 SYSTEMS AND METHODS FOR STRUCTURED STEM AND SUFFIX LANGUAGE MODELS 有权
结构化和语言模型的系统和方法

  • 专利标题: SYSTEMS AND METHODS FOR STRUCTURED STEM AND SUFFIX LANGUAGE MODELS
  • 专利标题(中): 结构化和语言模型的系统和方法
  • 申请号: US14841047
    申请日: 2015-08-31
  • 公开(公告)号: US20160275941A1
    公开(公告)日: 2016-09-22
  • 发明人: Jerome R. BELLEGARDASibel YAMAN
  • 申请人: Apple Inc.
  • 主分类号: G10L15/06
  • IPC分类号: G10L15/06 G10L15/04 G10L15/197
SYSTEMS AND METHODS FOR STRUCTURED STEM AND SUFFIX LANGUAGE MODELS
摘要:
Systems and methods are disclosed for predicting words using a structured stem and suffix n-gram language model. The systems and methods include determining, using a first n-gram word language model, a first probability of a stem based on a first portion of a previously-input word in the received input. Using a second n-gram language model, a second probability of a first suffix may be determined based at least on a second portion the previously-input word in the received input. Further, a third probability of a second suffix different from the first suffix may be determined using a third n-gram language model based at least on a third portion of the previously-input word in the received input. A fourth probability of a predicted word may be determined based on the first, second and third probabilities. One or more predicted words may be determined and provided as an output to the user.
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